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\n  \n 2025\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications.\n \n \n \n\n\n \n Lam, V. T.; Son, D. H.; Quynh, T. T. T.; and Le, T. T.\n\n\n \n\n\n\n In 2025 14th Conference on Information Technology and its Applications (CITA), 2025. Lecture Notes in Networks and Systems (Springer)\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{lam2025racnn,\n  title={RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications},\n  author={Lam, Vu Tung and Son, Do Hai and Quynh, Tran Thi Thuy and Le, Trung Thanh},\n  booktitle={2025 14th Conference on Information Technology and its Applications (CITA)},\n  year={2025},\n  organization={Lecture Notes in Networks and Systems (Springer)}\n}\n\n
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\n \n\n \n \n \n \n \n Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n Signal Processing, 238: 110113. 2025.\n \n\n\n\n
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@article{le2025tensor,\n  title={Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  journal={Signal Processing},\n  volume={238},\n  pages={110113},\n  year={2025},\n  publisher={Elsevier}\n}\n\n
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\n \n\n \n \n \n \n \n Robust Sparse Subspace Tracking from Corrupted Data Observations.\n \n \n \n\n\n \n Loan, T. G. T.; Nguyen, H.; Lan, N. T. N.; Son, D. H.; Quynh, T. T. T.; Trung, N. L.; Abed-Meraim, K.; and Le, T. T.\n\n\n \n\n\n\n In 2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 277–282, 2025. IEEE\n \n\n\n\n
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@inproceedings{loan2025robust,\n  title={Robust Sparse Subspace Tracking from Corrupted Data Observations},\n  author={Loan, Ta Giang Thuy and Nguyen, Hoang-Lan and Lan, Nguyen Thi Ngoc and Son, Do Hai and Quynh, Tran Thi Thuy and Trung, Nguyen Linh and Abed-Meraim, Karim and Le, Thanh Trung},\n  booktitle={2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n  pages={277--282},\n  year={2025},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Tensor-Based Blind Structured Channel Estimation for Multichannel Systems.\n \n \n \n\n\n \n Lawal, A.; Abed-Meraim, K.; Zerguine, A.; and Le, T. T.\n\n\n \n\n\n\n In 2025 33rd European Signal Processing Conference (EUSIPCO), pages 2102–2106, 2025. IEEE\n \n\n\n\n
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@inproceedings{lawal2025tensor,\n  title={Tensor-Based Blind Structured Channel Estimation for Multichannel Systems},\n  author={Lawal, Abdulmajid and Abed-Meraim, Karim and Zerguine, Azzedine and Le, Thanh Trung},\n  booktitle={2025 33rd European Signal Processing Conference (EUSIPCO)},\n  pages={2102--2106},\n  year={2025},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion.\n \n \n \n\n\n \n Le, T. T.; Thinh, N. H.; Ha, L. M.; Quynh, T. T. T.; Ha, L. V.; Vy-Thuy-Lynh, H.; Karim, A.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In 2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 91–96, 2025. IEEE\n \n\n\n\n
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@inproceedings{le2025low,\n  title={Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion},\n  author={Le, Thanh Trung and Thinh, Nguyen Hong and Ha, Luu Manh and Quynh, Tran Thi Thuy and Ha, Le Vu and Vy-Thuy-Lynh, Hoang and Karim, Abed-Meraim and Ravier, Philippe and Buttelli, Olivier},\n  booktitle={2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n  pages={91--96},\n  year={2025},\n  organization={IEEE}\n}\n\n
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\n  \n 2024\n \n \n (8)\n \n \n
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\n \n\n \n \n \n \n \n A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n Signal Processing, 216: 109297. 2024.\n \n\n\n\n
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@article{le2024novel,\n  title={A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={Signal Processing},\n  volume={216},\n  pages={109297},\n  year={2024},\n  publisher={Elsevier}\n}\n\n
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\n \n\n \n \n \n \n \n Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n In 2024 32nd European Signal Processing Conference (EUSIPCO), pages 1337–1341, 2024. \n \n\n\n\n
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@inproceedings{le2024higher,\n  title={Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n  booktitle={2024 32nd European Signal Processing Conference (EUSIPCO)},\n  pages={1337--1341},\n  year={2024}\n}\n\n
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\n \n\n \n \n \n \n \n Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems.\n \n \n \n\n\n \n Aliyu, K. N; Le, T. T.; Abed-Meraim, K.; and Zerguine, A.\n\n\n \n\n\n\n In 2024 IEEE Middle East Conference on Communications and Networking (MECOM), pages 291–296, 2024. IEEE\n \n\n\n\n
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@inproceedings{aliyu2024semi,\n  title={Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems},\n  author={Aliyu, Kabiru N and Le, Thanh Trung and Abed-Meraim, Karim and Zerguine, Azzedine},\n  booktitle={2024 IEEE Middle East Conference on Communications and Networking (MECOM)},\n  pages={291--296},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Joint INDSCAL decomposition meets blind source separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5570–5574, 2024. IEEE\n \n\n\n\n
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@inproceedings{le2024joint,\n  title={Joint INDSCAL decomposition meets blind source separation},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={5570--5574},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Tensorial Convolutive Blind Source Separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5575–5579, 2024. IEEE\n \n\n\n\n
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@inproceedings{le2024tensorial,\n  title={Tensorial Convolutive Blind Source Separation},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={5575--5579},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 72: 521–534. 2024.\n \n\n\n\n
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@article{le2024opit,\n  title={OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={IEEE Transactions on Signal Processing},\n  volume={72},\n  pages={521--534},\n  year={2024},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Tensor kernel learning for classification of alzheimer’s conditions using multimodal data.\n \n \n \n\n\n \n Thanh, V. D.; Le, T. T.; Tuan, P. M.; Trung, N. L.; Abed-Meraim, K.; Adel, M.; Dung, N. V.; Trung, N. T.; Long, D. D.; and Chén, O. Y\n\n\n \n\n\n\n In 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), pages 1–6, 2024. IEEE\n \n\n\n\n
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@inproceedings{thanh2024tensor,\n  title={Tensor kernel learning for classification of alzheimer’s conditions using multimodal data},\n  author={Thanh, Vu Duy and Le, Thanh Trung and Tuan, Pham Minh and Trung, Nguyen Linh and Abed-Meraim, Karim and Adel, Mouloud and Dung, Nguyen Viet and Trung, Nguyen Thanh and Long, Dinh Doan and Ch{\\'e}n, Oliver Y},\n  booktitle={2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)},\n  pages={1--6},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Tensor decomposition meets blind source separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n Signal Processing, 221: 109483. 2024.\n \n\n\n\n
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@article{le2024tensor,\n  title={Tensor decomposition meets blind source separation},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  journal={Signal Processing},\n  volume={221},\n  pages={109483},\n  year={2024},\n  publisher={Elsevier}\n}\n
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\n \n\n \n \n \n \n \n A novel tensor tracking algorithm for block-term decomposition of streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In IEEE Statistical Signal Processing Workshop (SSP), pages 571–575, 2023. IEEE\n \n\n\n\n
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@inproceedings{le2023novel,\n  title={A novel tensor tracking algorithm for block-term decomposition of streaming tensors},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n  booktitle={IEEE Statistical Signal Processing Workshop (SSP)},\n  pages={571--575},\n  year={2023},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A contemporary and comprehensive survey on streaming tensor decomposition.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n IEEE Transactions on Knowledge and Data Engineering, 35(11): 10897–10921. 2023.\n \n\n\n\n
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@article{le2022contemporary,\n  title={A contemporary and comprehensive survey on streaming tensor decomposition},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={IEEE Transactions on Knowledge and Data Engineering},\n  volume={35},\n  number={11},\n  pages={10897--10921},\n  year={2023},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Tracking online low-rank approximations of higher-order incomplete streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n Patterns, 4(6): 100759. 2023.\n \n\n\n\n
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@article{le2023tracking,\n  title={Tracking online low-rank approximations of higher-order incomplete streaming tensors},\n  author={Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={Patterns},\n  volume={4},\n  number={6},\n  pages={100759},\n  year={2023},\n  publisher={Elsevier + Cell Press}\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking with contamination mitigation via $α$-divergence.\n \n \n \n\n\n \n Le, T. T.; Rekavandi, A. M.; Seghouane, A.; and Abed-Meraim, K.\n\n\n \n\n\n\n In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5, 2023. IEEE\n \n\n\n\n
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@inproceedings{le2023robust,\n  title={Robust subspace tracking with contamination mitigation via $\\alpha$-divergence},\n  author={Le, Trung Thanh and Rekavandi, Aref Miri and Seghouane, Abd-Krim and Abed-Meraim, Karim},\n  booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={1--5},\n  year={2023},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Robust Tensor Tracking With Missing Data Under Tensor-Train Format.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n In 2022 30th European Signal Processing Conference (EUSIPCO), pages 832–836, 2022. IEEE\n \n\n\n\n
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@inproceedings{le2022robust,\n  title={Robust Tensor Tracking With Missing Data Under Tensor-Train Format},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  booktitle={2022 30th European Signal Processing Conference (EUSIPCO)},\n  pages={832--836},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Robust Online Tucker Dictionary Learning from Multidimensional Data Streams.\n \n \n \n\n\n \n Le, T. T.; Duy, T. T.; Abed-Meraim, K.; Trung, N. L.; and Adel, H.\n\n\n \n\n\n\n In Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC'22), pages 1815–1820, 2022. IEEE\n \n\n\n\n
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@inproceedings{le2022robust,\n  title={Robust Online Tucker Dictionary Learning from Multidimensional Data Streams},\n  author={Le, Thanh Trung and Duy, Tran Trong and Abed-Meraim, Karim and Trung, Nguyen Linh and Adel, Hafiane},\n  booktitle={Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA  ASC'22)},\n  pages={1815--1820},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Sparse subspace tracking in high dimensions.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Hafiane, A.; and Trung, N. L.\n\n\n \n\n\n\n In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5892–5896, 2022. IEEE\n \n\n\n\n
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@inproceedings{le2022sparse,\n  title={Sparse subspace tracking in high dimensions},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Hafiane, Adel and Trung, Nguyen Linh},\n  booktitle={ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={5892--5896},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking.\n \n \n \n\n\n \n Le, T. T.\n\n\n \n\n\n\n Ph.D. Thesis, University of Orleans, INSA CVL, PRISME, 2022.\n \n\n\n\n
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@phdthesis{le2022signal,\n  title={Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking},\n  author={Le, Trung Thanh},\n  year={2022},\n  school={University of Orleans, INSA CVL, PRISME}\n}\n\n
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\n \n\n \n \n \n \n \n Robust tensor tracking with missing data and outliers: Novel adaptive CP decomposition and convergence analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 70: 4305–4320. 2022.\n \n\n\n\n
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@article{le2022robust,\n  title={Robust tensor tracking with missing data and outliers: Novel adaptive CP decomposition and convergence analysis},\n  author={Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal={IEEE Transactions on Signal Processing},\n  volume={70},\n  pages={4305--4320},\n  year={2022},\n  publisher={IEEE}\n}\n\n
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\n  \n 2021\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n Side information effect on semi-blind channel identification for MIMO-OFDM communications systems.\n \n \n \n\n\n \n Rekik, O.; Mokraoui, A.; Quynh, T.; Thanh, L. T.; and Abed-Meraim, K.\n\n\n \n\n\n\n In Asilomar Conference on Signals, Systems, and Computers (ACSSC), pages 443–448, 2021. IEEE\n \n\n\n\n
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@inproceedings{rekik2021side,\n  title={Side information effect on semi-blind channel identification for MIMO-OFDM communications systems},\n  author={Rekik, Ouahbi and Mokraoui, Anissa and Quynh, Tran and Thanh, Le Trung and Abed-Meraim, Karim},\n  booktitle={Asilomar Conference on Signals, Systems, and Computers (ACSSC)},\n  pages={443--448},\n  year={2021},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 69: 2070–2085. 2021.\n \n\n\n\n
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@article{le2021robust,\n  title={Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee},\n  author={Le, Thanh Trung and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={IEEE Transactions on Signal Processing},\n  volume={69},\n  pages={2070--2085},\n  year={2021},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Adaptive algorithms for tracking tensor-train decomposition of streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Boyer, R.\n\n\n \n\n\n\n In 2020 28th European Signal Processing Conference (EUSIPCO), pages 995–999, 2021. IEEE\n \n\n\n\n
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@inproceedings{le2021adaptive,\n  title={Adaptive algorithms for tracking tensor-train decomposition of streaming tensors},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Boyer, Remy},\n  booktitle={2020 28th European Signal Processing Conference (EUSIPCO)},\n  pages={995--999},\n  year={2021},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking algorithms in signal processing: A brief survey.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n REV Journal on Electronics and Communications, 11(1-2): 16–25. 2021.\n \n\n\n\n
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@article{le2021robust,\n  title={Robust subspace tracking algorithms in signal processing: A brief survey},\n  author={Le, Thanh Trung and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={REV Journal on Electronics and Communications},\n  volume={11},\n  number={1-2},\n  pages={16--25},\n  year={2021}\n}\n\n
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\n \n\n \n \n \n \n \n Performance lower bounds of blind system identification techniques in the presence of channel order estimation error.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n In 2021 29th European Signal Processing Conference (EUSIPCO), pages 1646–1650, 2021. IEEE\n \n\n\n\n
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@inproceedings{le2021performance,\n  title={Performance lower bounds of blind system identification techniques in the presence of channel order estimation error},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n  booktitle={2021 29th European Signal Processing Conference (EUSIPCO)},\n  pages={1646--1650},\n  year={2021},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Misspecified Cramer–Rao bounds for blind channel estimation under channel order misspecification.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 69: 5372–5385. 2021.\n \n\n\n\n
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@article{le2021misspecified,\n  title={Misspecified Cramer--Rao bounds for blind channel estimation under channel order misspecification},\n  author={Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n  journal={IEEE Transactions on Signal Processing},\n  volume={69},\n  pages={5372--5385},\n  year={2021},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A fast randomized adaptive CP decomposition for streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n In ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2910–2914, 2021. IEEE\n \n\n\n\n
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@inproceedings{le2021fast,\n  title={A fast randomized adaptive CP decomposition for streaming tensors},\n  author={Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Link and Hafiane, Adel},\n  booktitle={ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  pages={2910--2914},\n  year={2021},\n  organization={IEEE}\n}\n\n
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\n  \n 2020\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Multi-channel EEG epileptic spike detection by a new method of tensor decomposition.\n \n \n \n\n\n \n Le, T. T.; Dao, N. T. A.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n Journal of Neural Engineering, 17(1): 016023. 2020.\n \n\n\n\n
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@article{le2020multi,\n  title={Multi-channel EEG epileptic spike detection by a new method of tensor decomposition},\n  author={Le, Thanh Trung and Dao, Nguyen Thi Anh and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={Journal of Neural Engineering},\n  volume={17},\n  number={1},\n  pages={016023},\n  year={2020},\n  publisher={IOP Publishing}\n}\n\n
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\n  \n 2019\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n EEG source localization: A new multiway temporal-spatial-spectral analysis.\n \n \n \n\n\n \n Le Thanh, X.; Le, T. T.; Trung, N. L.; Quynh, T. T. T.; and Thuan, N. D.\n\n\n \n\n\n\n In 2019 NAFOSTED Conference on Information and Computer Science (NICS), pages 228–233, 2019. IEEE\n \n\n\n\n
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@inproceedings{le2019eeg,\n  title={EEG source localization: A new multiway temporal-spatial-spectral analysis},\n  author={Le Thanh, Xuyen and Le, Trung Thanh and Trung, Nguyen Linh and Quynh, Tran Thi Thuy and Thuan, Nguyen Duc},\n  booktitle={2019 NAFOSTED Conference on Information and Computer Science (NICS)},\n  pages={228--233},\n  year={2019},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n New feature selection method for multi-channel EEG epileptic spike detection system.\n \n \n \n\n\n \n Dao, N.; Thanh, L; Viet-Dung, N; Linh-Trung, N; and Le, H\n\n\n \n\n\n\n VNU Journal of Science: Computer Science and Communication Engineering, 35(2): 47. 2019.\n \n\n\n\n
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@article{dao2019new,\n  title={New feature selection method for multi-channel EEG epileptic spike detection system},\n  author={Dao, NT and Thanh, L and Viet-Dung, N and Linh-Trung, N and Le, H},\n  journal={VNU Journal of Science: Computer Science and Communication Engineering},\n  volume={35},\n  number={2},\n  pages={47},\n  year={2019},\n  publisher={Vietnam National University Journal of Science}\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking with missing data and outliers via ADMM.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2019 27th European Signal Processing Conference (EUSIPCO), pages 1–5, 2019. IEEE\n \n\n\n\n
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@inproceedings{le2019robust,\n  title={Robust subspace tracking with missing data and outliers via ADMM},\n  author={Le, Trung Thanh and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  booktitle={2019 27th European Signal Processing Conference (EUSIPCO)},\n  pages={1--5},\n  year={2019},\n  organization={IEEE}\n}\n\n
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\n  \n 2018\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Three-way tensor decompositions: A generalized minimum noise subspace based approach.\n \n \n \n\n\n \n Thanh, L. T.; Nguyen, V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n REV Journal on Electronics and Communications, 8(1-2): 28–45. 2018.\n \n\n\n\n
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@article{thanh2018three,\n  title={Three-way tensor decompositions: A generalized minimum noise subspace based approach},\n  author={Thanh, Le Trung and Nguyen, Viet-Dung and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal={REV Journal on Electronics and Communications},\n  volume={8},\n  number={1-2},\n  pages={28--45},\n  year={2018},\n  publisher={REV}\n}\n\n
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\n \n\n \n \n \n \n \n Nonnegative tensor decomposition for EEG epileptic spike detection.\n \n \n \n\n\n \n Anh-Dao, N. T.; Le Thanh, T.; Linh-Trung, N.; and Le, H. V.\n\n\n \n\n\n\n In 2018 NAFOSTED Conference on Information and Computer Science (NICS), pages 194–199, 2018. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{anh2018nonnegative,\n  title={Nonnegative tensor decomposition for EEG epileptic spike detection},\n  author={Anh-Dao, Nguyen Thi and Le Thanh, Trung and Linh-Trung, Nguyen and Le, Ha Vu},\n  booktitle={2018 NAFOSTED Conference on Information and Computer Science (NICS)},\n  pages={194--199},\n  year={2018},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Deep learning for epileptic spike detection.\n \n \n \n\n\n \n Le, T. X.; Le, T. T.; Dinh, V. V.; Tran, Q. L.; Nguyen, L. T.; and Nguyen, D. T.\n\n\n \n\n\n\n VNU Journal of Science: Computer Science and Communication Engineering, 33(2): 1–13. 2018.\n \n\n\n\n
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@article{le2018deep,\n  title={Deep learning for epileptic spike detection},\n  author={Le, Thanh Xuyen and Le, Trung Thanh and Dinh, Van Viet and Tran, Quoc Long and Nguyen, Linh Trung and Nguyen, Duc Thuan},\n  journal={VNU Journal of Science: Computer Science and Communication Engineering},\n  volume={33},\n  number={2},\n  pages={1--13},\n  year={2018},\n  publisher={VNU}\n}\n\n
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\n  \n 2017\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Multi-source data analysis for bike sharing systems.\n \n \n \n\n\n \n Thu, N. T. H.; Le, T. T.; Dung, C. T. P.; Trung, N. L.; and Le, H. V.\n\n\n \n\n\n\n In IEEE International Conference on Advanced Technologies for Communications (ATC 2017), pages 235–240, 2017. IEEE\n \n\n\n\n
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@inproceedings{thu2017multi,\n  title={Multi-source data analysis for bike sharing systems},\n  author={Thu, Nguyen Thi Hoai and Le, Trung Thanh and Dung, Chu Thi Phuong and Trung, Nguyen Linh and Le, Ha Vu},\n  booktitle={IEEE International Conference on Advanced Technologies for Communications (ATC 2017)},\n  pages={235--240},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n On the overall ROC of multistage systems.\n \n \n \n\n\n \n Le, T. T.; Dao, N. T. A.; Linh-Trung, N.; and Le, H. V.\n\n\n \n\n\n\n In 2017 International Conference on Advanced Technologies for Communications (ATC), pages 229–234, 2017. IEEE\n \n\n\n\n
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@inproceedings{le2017overall,\n  title={On the overall ROC of multistage systems},\n  author={Le, Trung Thanh and Dao, Nguyen Thi Anh and Linh-Trung, Nguyen and Le, Ha Vu},\n  booktitle={2017 International Conference on Advanced Technologies for Communications (ATC)},\n  pages={229--234},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A new windowed graph Fourier transform.\n \n \n \n\n\n \n Le Trung, T.; Linh-Trung, N.; Dung, N. V.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2017 NAFOSTED Conference on Information and Computer Science (NICS), pages 150–155, 2017. IEEE\n \n\n\n\n
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@inproceedings{le2017new,\n  title={A new windowed graph Fourier transform},\n  author={Le Trung, Thanh and Linh-Trung, Nguyen and Dung, Nguyen Viet and Abed-Meraim, Karim},\n  booktitle={2017 NAFOSTED Conference on Information and Computer Science (NICS)},\n  pages={150--155},\n  year={2017},\n  organization={IEEE}\n}\n\n
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